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DOA estimation for FOA #32

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sakshamsingh1 opened this issue Jul 6, 2024 · 1 comment
Open

DOA estimation for FOA #32

sakshamsingh1 opened this issue Jul 6, 2024 · 1 comment

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@sakshamsingh1
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Hi,

Thanks for the wonderful library.

I have a First Order Ambisonics (FOA) recording with a single static source. Can I use this library to estimate the direction of arrival (DOA), i.e. the azimuth and elevation angles of the sound source?

I am new to spatial audio, this might be a straightforward task, but I would greatly appreciate any guidance you can provide. A code snippet or a high-level explanation would be helpful.

Thanks,
Saksham

@chris-hld
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Hi Saksham!
Sorry for the late reply. Absolutely! There should be a few methods that would allow to design a DoA estimator from FOA.
A starting point could be MUSIC, implemented here: https://spaudiopy.readthedocs.io/en/latest/spaudiopy.parsa.html#spaudiopy.parsa.sh_music
The peaks are your DoA.
Another way would be to use the pseudo-intensity vector, e.g. https://spaudiopy.readthedocs.io/en/latest/spaudiopy.parsa.html#spaudiopy.parsa.pseudo_intensity
It may be beneficial to operate in time-frequency domain for that.
A DoA estimator is also implemented here:
https://github.com/chris-hld/hoac

Feel free to reach out for more information!

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